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List of works by Mengjie Zhang

A Co-Training Framework for Heterogeneous Heuristic Domain Adaptation

scientific article published in 2022

A Comprehensive Comparison on Evolutionary Feature Selection Approaches to Classification

scientific article published in June 2015

A Constrained Competitive Swarm Optimiser with an SVM-based Surrogate Model for Feature Selection

scientific article published in 2022

A Divide-and-Conquer Genetic Programming Algorithm With Ensembles for Image Classification

scientific article published in December 2021

A Double Lexicase Selection Operator for Bloat Control in Evolutionary Feature Construction for Regression

scientific article published on 12 July 2023

A Duplication Analysis-Based Evolutionary Algorithm for Biobjective Feature Selection

scientific article published in April 2021

A Genetic Programming Approach to Automatically Construct Informative Attributes for Mammographic Density Classification

A Genetic Programming Approach with Building Block Evolving and Reusing to Image Classification

scientific article published in 2023

A Global and Local Surrogate-Assisted Genetic Programming Approach to Image Classification

scientific article published in 2023

A Hybrid Evolutionary Computation Approach to Inducing Transfer Classifiers for Domain Adaptation

scientific article published on 08 April 2020

A Multi-objective Genetic Algorithm to Evolving Local Interpretable Model-agnostic Explanations for Deep Neural Networks in Image Classification

scientific article published in 2022

A Multi-objective Genetic Programming Biomarker Detection Approach in Mass Spectrometry Data

scholarly article

A Multi-tree Genetic Programming Representation for Melanoma Detection Using Local and Global Features

A Multiform Optimization Framework for Constrained Multiobjective Optimization

scientific article published in August 2023

A New Binary Particle Swarm Optimization Approach: Momentum and Dynamic Balance Between Exploration and Exploitation

scientific article published on 11 October 2019

A New Genetic Programming Representation for Feature Learning in Skin Cancer Detection

scientific article published on 15 July 2023

A New Representation in PSO for Discretization-Based Feature Selection

scientific article

A New Two-Stage Evolutionary Algorithm for Many-Objective Optimization

scientific article published in October 2019

A One-Shot Learning Approach to Image Classification Using Genetic Programming

A Particle Swarm Optimization-Based Flexible Convolutional Autoencoder for Image Classification

scientific article published on 10 December 2018

A Preliminary Counterfactual Explanation Method for Genetic Programming-Evolved Rules: A Case Study on Uncertain Capacitated Arc Routing Problem

scientific article published on 01 August 2024

A Semantic-Based Hoist Mutation Operator for Evolutionary Feature Construction in Regression

scientific article published in 2023

A Supervised Figure-Ground Segmentation Method Using Genetic Programming

scientific article published in 2015

A Survey on Evolutionary Computation Approaches to Feature Selection

scientific article published in August 2016

A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends

scientific article published in February 2023

A Survey on Evolutionary Multiobjective Feature Selection in Classification: Approaches, Applications, and Challenges

scientific article published in 2023

A Survey on Evolutionary Neural Architecture Search

scientific article published in February 2023

A Survey on Unbalanced Classification: How Can Evolutionary Computation Help?

scientific article published in 2023

A Two-Stage Differential Evolutionary Algorithm for Deep Ensemble Model Generation

scientific article published in 2022

A hybrid Genetic Programming approach to feature detection and image classification

A multi-objective particle swarm optimisation for filter-based feature selection in classification problems

scientific article published in September 2012

A new GP-based wrapper feature construction approach to classification and biomarker identification

A new artificial intelligent approach to buoy detection for mussel farming

scientific article published on 26 June 2022

A survey on evolutionary machine learning

scientific article published on 3 April 2019

Adaptive artificial datasets through learning classifier systems for classification tasks

scientific article published on 22 October 2013

Adaptive artificial datasets through learning classifier systems for classification tasks

scientific article published on 6 July 2013

Adaptive artificial datasets to discover the effects of domain features for classification tasks

scientific article published on 6 July 2013

An Effective One-Shot Neural Architecture Search Method with Supernet Fine-Tuning for Image Classification

scientific article published on 12 July 2023

An Evolutionary Multitasking-Based Feature Selection Method for High-Dimensional Classification

scientific article published on 31 December 2020

An on-line Pittsburgh LCS for the Three-Cornered Coevolution Framework

scientific article published on 18 November 2015

Application of Cooperative Convolution Optimization for 13C Metabolic Flux Analysis: Simulation of Isotopic Labeling Patterns Based on Tandem Mass Spectrometry Measurements

ArcText: A Unified Text Approach to Describing Convolutional Neural Network Architectures

scientific article published in 2022

Artificial Intelligence in New Zealand: applications and innovation

scientific article published in January 2023

Automated Design of Multipass Heuristics for Resource-Constrained Job Scheduling With Self-Competitive Genetic Programming

scientific article published in 2022

Automated Fish Classification Using Unprocessed Fatty Acid Chromatographic Data: A Machine Learning Approach

scientific article published in 2022

Automatic Feature Extraction and Construction Using Genetic Programming for Rotating Machinery Fault Diagnosis

scientific article published on 25 November 2020

Automatic feature extraction and image classification using genetic programming

Automatic programming via iterated local search for dynamic job shop scheduling

scientific article published on 29 April 2014

Automatically Designing CNN Architectures Using the Genetic Algorithm for Image Classification

scientific article published on 21 April 2020

Automatically Diagnosing Skin Cancers From Multimodality Images Using Two-Stage Genetic Programming

scientific article published in May 2023

Automatically Evolving Rotation-invariant Texture Image Descriptors by Genetic Programming

Automatically Evolving Texture Image Descriptors using the Multi-tree Representation in Genetic Programming using Few Instances

scientific article published on 25 November 2020

Automatically defined functions for learning classifier systems

scientific article published on 12 July 2011

Balancing Different Optimization Difficulty Between Objectives in Multi-Objective Feature Selection

scientific article published in 2023

Balancing Objective Optimization and Constraint Satisfaction in Expensive Constrained Evolutionary Multi-Objective Optimization

scientific article published in 2023

BenchENAS: A Benchmarking Platform for Evolutionary Neural Architecture Search

scientific article published in 2022

Benefiting From Single-Objective Feature Selection to Multiobjective Feature Selection: A Multiform Approach

scientific article published in December 2023

Bias-Variance Decomposition: An Effective Tool to Improve Generalization of Genetic Programming-based Evolutionary Feature Construction for Regression

scientific article published on 08 July 2024

Binary Image Classification: A Genetic Programming Approach to the Problem of Limited Training Instances

scientific article published on 20 February 2015

Binary image classification using genetic programming based on local binary patterns

Can Genetic Programming Do Manifold Learning Too?

scientific article published in 2019

Co-operative Co-evolutionary Many-objective Embedded Multi-label Feature Selection with Decomposition-based PSO

scientific article published on 12 July 2023

Collaborative Multifidelity-Based Surrogate Models for Genetic Programming in Dynamic Flexible Job Shop Scheduling

scientific article published in 2022

Compaction for Code Fragment Based Learning Classifier Systems

scientific article published in 2016

Compaction for code fragment based learning classifier systems — Redux

scientific article published in July 2016

Comparison of two methods for computing action values in XCS with code-fragment actions

scientific article published on 6 July 2013

Completely Automated CNN Architecture Design Based on Blocks

scientific article published on 20 June 2019

Confusion matrices for improving performance of feature pattern classifier systems

scientific article published on 12 July 2011

Constructing Complexity-efficient Features in XCS with Tree-based Rule Conditions

scientific article published on 28 June 2021

Contrastive Learning Assisted-Alignment for Partial Domain Adaptation

scientific article published in October 2023

Contribution-Based Cooperative Co-Evolution for Nonseparable Large-Scale Problems With Overlapping Subcomponents

scientific article published on 29 October 2020

Correlation-Guided Updating Strategy for Feature Selection in Classification With Surrogate-Assisted Particle Swarm Optimization

scientific article published in October 2022

Cross-Domain Reuse of Extracted Knowledge in Genetic Programming for Image Classification

article published in 2017

Decomposition Based Multi-Objective Evolutionary Algorithm in XCS for Multi-Objective Reinforcement Learning

scientific article published in July 2018

Decomposition-based Multi-objective Genetic Programming for Feature Learning in Image Classification

scientific article published on 15 October 2024

Detecting Overlapping Areas in Unbalanced High-Dimensional Data Using Neighborhood Rough Set and Genetic Programming

scientific article published in August 2023

Developing New Fitness Functions in Genetic Programming for Classification With Unbalanced Data ⬇️

scientific article published on September 26, 2011

Developing an evolvable pattern generator using learning classifier systems

scientific article published in December 2011

Differential Evolution With Duplication Analysis for Feature Selection in Classification

scientific article published in October 2023

Differential Evolution-Based Feature Selection: A Niching-Based Multiobjective Approach

scientific article published in April 2023

Dimension reduction in classification using particle swarm optimisation and statistical variable grouping information

Domain-independent severely noisy image segmentation via adaptive wavelet shrinkage using particle swarm optimization and fuzzy C-means

scholarly article

Dual-Tree Genetic Programming for Few-Shot Image Classification

scientific article published in June 2022

EDE-NAS: An Eclectic Differential Evolution Approach to Single-Path Neural Architecture Search

scientific article published in 2022

Enhanced feature selection for biomarker discovery in LC-MS data using GP

Evolution of aesthetically pleasing images without human-in-the-loop

scientific article published in July 2010

Evolutionary Computation for Feature Selection and Feature Construction

scientific article published on 15 July 2023

Evolutionary Image Descriptor

Evolutionary Instance Selection With Multiple Partial Adaptive Classifiers for Domain Adaptation

scientific article published in 2023

Evolutionary Multitasking for Feature Selection in High-Dimensional Classification via Particle Swarm Optimization

scientific article published in June 2022

Evolutionary Multitasking for Multi-Objective Feature Selection in Classification

scientific article published in 2023

Evolutionary Neural Architecture Search for High-Dimensional Skip-Connection Structures on DenseNet Style Networks

scientific article published in December 2021

Evolutionary Sparse Coding and Graph Regularisation for Embedded Multi-label Feature Selection

scientific article published on 15 October 2024

Evolutionary spatial auto-correlation for assessing earthquake liquefaction potential using Parallel Linear Genetic Programming

scientific article published in June 2013

Evolving Deep Convolutional Neural Networks for Image Classification ⬇️

scientific article published in April 2020

Evolving Feature Extraction Models for Melanoma Detection: A Co-operative Co-evolution Approach

Evolving Scheduling Heuristics via Genetic Programming With Feature Selection in Dynamic Flexible Job-Shop Scheduling

scientific article published on 20 October 2020

Evolving optimum populations with XCS classifier systems

scientific article published on 30 September 2012

Explainable Artificial Intelligence by Genetic Programming: A Survey

scientific article published in June 2023

Extending XCS with Cyclic Graphs for Scalability on Complex Boolean Problems

scientific article published on 25 September 2015

Extending learning classifier system with cyclic graphs for scalability on complex, large-scale boolean problems

scientific article published on 6 July 2013

Extracting and using building blocks of knowledge in learning classifier systems

scientific article published on 7 July 2012

Extracting image features for classification by two-tier genetic programming

Fast and Efficient Local-Search for Genetic Programming Based Loss Function Learning

scientific article published on 12 July 2023

Feature Construction Using Genetic Programming for Figure-Ground Image Segmentation

scientific article published on 9 November 2016

Feature Extraction with Automated Scale Selection in Skin Cancer Image Classification: A Genetic Programming Approach

Feature Map Quality Score Estimation Through Regression

scientific article published in April 2018

Feature Selection and Classification of High Dimensional Mass Spectrometry Data: A Genetic Programming Approach

Figure-ground image segmentation using feature-based multi-objective genetic programming techniques

scientific article published on 8 November 2017

Figure-ground image segmentation using genetic programming and feature selection

scientific article published in July 2016

Filter based backward elimination in wrapper based PSO for feature selection in classification

GPMS: A Genetic Programming Based Approach to Multiple Alignment of Liquid Chromatography-Mass Spectrometry Data

Gaussian Transformation Based Representation in Particle Swarm Optimisation for Feature Selection

Generating Knowledge-Guided Discriminative Features Using Genetic Programming for Melanoma Detection

scientific article published in August 2021

Genetic Programming Based on Granular Computing for Classification with High-Dimensional Data

scientific article

Genetic Programming Evolved Filters from a Small Number of Instances for Multiclass Texture Classification

scholarly article published 2014

Genetic Programming Hyper-Heuristics with Vehicle Collaboration for Uncertain Capacitated Arc Routing Problems

scientific article published on 15 November 2019

Genetic Programming With Image-Related Operators and a Flexible Program Structure for Feature Learning in Image Classification

scientific article published in February 2021

Genetic Programming With Knowledge Transfer and Guided Search for Uncertain Capacitated Arc Routing Problem

scientific article published in 2022

Genetic Programming With a New Representation to Automatically Learn Features and Evolve Ensembles for Image Classification

scientific article published on 30 January 2020

Genetic Programming for Biomarker Detection in Mass Spectrometry Data

Genetic Programming for Document Classification: A Transductive Transfer Learning System

scientific article published in 2023

Genetic Programming for Evolving Similarity Functions for Clustering: Representations and Analysis

scientific article published on 10 October 2019

Genetic Programming for Evolving a Front of Interpretable Models for Data Visualization

scientific article published on 21 February 2020

Genetic Programming for Feature Selection and Feature Construction in Skin Cancer Image Classification

Genetic Programming for Image Classification: A New Program Representation With Flexible Feature Reuse

scientific article published in June 2023

Genetic Programming for Instance Transfer Learning in Symbolic Regression

scientific article published on 24 February 2020

Genetic Programming for Manifold Learning: Preserving Local Topology

scientific article published in 2022

Genetic Programming for Multiple Feature Construction in Skin Cancer Image Classification

Genetic Programming for Region Detection, Feature Extraction, Feature Construction and Classification in Image Data

Genetic Programming with Delayed Routing for Multi-Objective Dynamic Flexible Job Shop Scheduling

scientific article published on 06 May 2020

Genetic Programming-Based Discriminative Feature Learning for Low-Quality Image Classification

scientific article published in 2022

Genetic Programming-Based Evolutionary Deep Learning for Data-Efficient Image Classification

scientific article published in 2022

Genetic Programming-based Evolutionary Feature Construction for Heterogeneous Ensemble Learning [Hot of the Press]

scientific article published on 15 July 2023

Genetic programming for algae detection in river images

Genetic programming for automatic skin cancer image classification

scientific article published in July 2022

Genetic programming for evolving due-date assignment models in job shop environments

scientific article published on 30 October 2013

Genetic programming for evolving figure-ground segmentors from multiple features

scientific article published in February 2017

Genetic programming for multiple-feature construction on high-dimensional classification

scholarly article

Genetic programming for production scheduling: a survey with a unified framework

article

Genetic programming for skin cancer detection in dermoscopic images

Genetic programming with transfer learning for texture image classification

scientific article published on 27 February 2019

Genetic-based Constraint Programming for Resource Constrained Job Scheduling

scientific article published on 08 July 2024

Handling Different Preferences Between Objectives for Multi-objective Feature Selection in Classification

scientific article published in 2022

Human-inspired Scaling in Learning Classifier Systems

scientific article published on 20 July 2016

Human-interpretable feature pattern classification system using learning classifier systems

scientific article

Hybridisation of Genetic Programming and Nearest Neighbour for classification

Hyperspectral Real-Time Local Anomaly Detection Based on Finite Markov via Line-by-Line Processing

scientific article published in 2023

Image Segmentation: A Survey of Methods Based on Evolutionary Computation

scientific article published in 2014

Image descriptor: A genetic programming approach to multiclass texture classification

article published in 2015

Image feature selection using genetic programming for figure-ground segmentation

scientific article published in June 2017

Improved Crowding Distance in Multi-objective Optimization for Feature Selection in Classification

scientific article published in 2021

Improvement of code fragment fitness to guide feature construction in XCS

scientific article published on 13 July 2019

Improving Generalization of Genetic Programming for Symbolic Regression With Angle-Driven Geometric Semantic Operators

scientific article published in June 2019

Improving feature ranking for biomarker discovery in proteomics mass spectrometry data using genetic programming

Improving genetic search in XCS-based classifier systems through understanding the evolvability of classifier rules

scientific article published on 11 July 2014

Improving performance of classification on incomplete data using feature selection and clustering

scholarly article

Instance Selection-Based Surrogate-Assisted Genetic Programming for Feature Learning in Image Classification

scientific article published in February 2023

Investigating the Correlation Amongst the Objective and Constraints in Gaussian Process-Assisted Highly Constrained Expensive Optimization

scientific article published in October 2022

Keypoints Detection and Feature Extraction: A Dynamic Genetic Programming Approach for Evolving Rotation-Invariant Texture Image Descriptors

Learning Emergency Medical Dispatch Policies Via Genetic Programming

scientific article published on 12 July 2023

Learning Symbolic Model-Agnostic Loss Functions via Meta-Learning

scientific article published in 2023

Learning Traffic Signal Control via Genetic Programming

scientific article published on 08 July 2024

Learning and Sharing: A Multitask Genetic Programming Approach to Image Feature Learning

scientific article published in April 2022

Learning complex, overlapping and niche imbalance Boolean problems using XCS-based classifier systems

scientific article published on 8 October 2013

Learning feature fusion strategies for various image types to detect salient objects

scientific article published in December 2016

Learning figure-ground image segmentors by genetic programming

scientific article published on 15 July 2017

Learning overlapping natured and niche imbalance boolean problems using XCS classifier systems

scientific article published in June 2013

Low-level feature extraction for edge detection using genetic programming

scientific article published on 31 October 2013

MAP-Elites for Genetic Programming-Based Ensemble Learning: An Interactive Approach [AI-eXplained]

scientific article published in November 2023

Modular Multi-Tree Genetic Programming for Evolutionary Feature Construction for Regression

scientific article published in 2023

Multi-Objective Evolutionary Search of Compact Convolutional Neural Networks with Training-Free Estimation

scientific article published on 15 July 2023

Multi-Objective Genetic Programming based on Decomposition on Evolving Scheduling Heuristics for Dynamic Scheduling

scientific article published on 24 July 2023

Multi-objective Genetic Programming for Figure-Ground Image Segmentation

scientific article published in 2016

Multi-objective genetic programming for manifold learning: balancing quality and dimensionality

scientific article published on 5 February 2020

Multi-objective particle swarm optimisation (PSO) for feature selection

scientific article published on 7 July 2012

Multi-task Genetic Programming with Semantic based Crossover for Multi-output Regression

scientific article published on 01 August 2024

Multi-tree Genetic Programming with A New Fitness Function for Melanoma Detection

Multiobjective Differential Evolution for Feature Selection in Classification

scientific article published in July 2023

Multiobjective Multitasking Optimization Based on Incremental Learning

scientific article published in October 2020

Multiple Reference Points-Based Decomposition for Multiobjective Feature Selection in Classification: Static and Dynamic Mechanisms

scientific article published in February 2020

Multiple feature construction for effective biomarker identification and classification using genetic programming

Multitask Feature Learning as Multiobjective Optimization: A New Genetic Programming Approach to Image Classification

scientific article published in May 2023

Multitree Genetic Programming With Feature-Based Transfer Learning for Symbolic Regression on Incomplete Data

scientific article published in 2023

Multitree Genetic Programming With New Operators for Transfer Learning in Symbolic Regression With Incomplete Data

scientific article published on 12 May 2021

New crossover operators in linear genetic programming for multiclass object classification

scientific article published on 7 July 2010

New fitness functions in binary particle swarm optimisation for feature selection

scientific article published in June 2012

New mechanism for archive maintenance in PSO-based multi-objective feature selection

Niching-Assisted Genetic Programming for Finding Multiple High-Quality Classifiers

scientific article published in 2022

Novel Initialisation and Updating Mechanisms in PSO for Feature Selection in Classification

scientific article published in 2013

Online Feature-Generation of Code Fragments for XCS to Guide Feature Construction

scientific article published in June 2019

PSO for feature construction and binary classification

scientific article published on 6 July 2013

Particle Swarm Optimisation and Statistical Clustering for Feature Selection

Particle Swarm Optimization for Compact Neural Architecture Search for Image Classification

scientific article published in October 2023

Particle Swarm Optimization for Efficiently Evolving Deep Convolutional Neural Networks Using an Autoencoder-based Encoding Strategy

scientific article published in 2023

Particle swarm optimisation based AdaBoost for facial expression classification of still images

scientific article published in November 2010

Particle swarm optimisation for feature selection in classification: Novel initialisation and updating mechanisms

scientific article published in May 2014

Particle swarm optimisation for outlier detection

scientific article published on 7 July 2010

Particle swarm optimization for feature selection in classification: a multi-objective approach.

scientific article published in December 2013

People-Centric Evolutionary System for Dynamic Production Scheduling

scientific article published on 05 September 2019

Prediction of detectable peptides in MS data using genetic programming

Preprocessing Tandem Mass Spectra Using Genetic Programming for Peptide Identification

scientific article published on 25 April 2019

Preserving Population Diversity Based on Transformed Semantics in Genetic Programming for Symbolic Regression

scientific article published in June 2021

Rademacher Complexity for Enhancing the Generalization of Genetic Programming for Symbolic Regression

scientific article published on 16 July 2020

Relatedness measures to aid the transfer of building blocks among multiple tasks

scientific article published on 25 June 2020

Relieving Genetic Programming from Coefficient Learning for Symbolic Regression via Correlation and Linear Scaling

scientific article published on 18 February 2024

Reusing Building Blocks of Extracted Knowledge to Solve Complex, Large-Scale Boolean Problems

Reusing Learned Functionality to Address Complex Boolean Functions

scientific article published in 2014

Reusing learned functionality in XCS

scientific article published on 12 July 2014

SR-Forest: A Genetic Programming based Heterogeneous Ensemble Learning Method

scientific article published in 2023

Salient object detection using learning classifiersystems that compute action mappings

scientific article published on 12 July 2014

Sample-Aware Surrogate-Assisted Genetic Programming for Scheduling Heuristics Learning in Dynamic Flexible Job Shop Scheduling

scientific article published on 12 July 2023

Sampling Methods in Genetic Programming for Classification with Unbalanced Data

scientific article published in 2010

Skin Cancer Detection with Multimodal Data: A Feature Selection Approach Using Genetic Programming

scientific article published on 5 December 2023

Solving Multi-objective Feature Selection Problems in Classification via Problem Reformulation and Duplication Handling

scientific article published in 2022

Split-Level Evolutionary Neural Architecture Search With Elite Weight Inheritance

scientific article published in 2023

Structural Risk Minimization-Driven Genetic Programming for Enhancing Generalization in Symbolic Regression

scientific article published in August 2019

Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor

scientific article published in April 2020

Surrogate-Assisted Genetic Programming With Simplified Models for Automated Design of Dispatching Rules.

scientific article published on 19 May 2016

Surrogate-Assisted Particle Swarm Optimization for Evolving Variable-Length Transferable Blocks for Image Classification

scientific article published in 2022

Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications, and Open Issues

scientific article published on 15 September 2023

The effect of primitive sets on the expression of evolved images

scientific article published in June 2013

Three-cornered coevolution learning classifier systems for classification tasks

scientific article published on 12 July 2014

Transparent, Online Image Pattern Classification Using a Learning Classifier System

scientific article published in 2011

Two-Tier genetic programming: towards raw pixel-based image classification

Two-cornered learning classifier systems for pattern generation and classification

scientific article published on 7 July 2012

Using unrestricted loops in genetic programming for image classification

scientific article published in July 2010

Variable-Length Particle Swarm Optimization for Feature Selection on High-Dimensional Classification

scientific article published in June 2019

Wrapper Feature Construction for Figure-Ground Image Segmentation Using Genetic Programming

scientific article published on 27 December 2016

XCS-based versus UCS-based feature pattern classification system

scientific article published on 7 July 2012

XCSR with Computed Continuous Action

scientific article published in 2012

Ying Bi, Bing Xue, Mengjie Zhang: Genetic programming for image classification—an automated approach to feature learning

scientific article published in 2022

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